{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "681a5d1e",
   "metadata": {},
   "source": [
    "## Connect to template\n",
    "\n",
    "In `server.py`, set -\n",
    "```\n",
    "add_routes(app, chain_ext, path=\"/rag_pinecone_multi_query\")\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "d774be2a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'The different types of agent memory mentioned in the context are short-term memory, long-term memory, explicit/declarative memory, and implicit/procedural memory.'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from langserve.client import RemoteRunnable\n",
    "\n",
    "rag_app_pinecone = RemoteRunnable(\"http://0.0.0.0:8001/rag_pinecone_multi_query\")\n",
    "rag_app_pinecone.invoke(\"What are the different types of agent memory\")"
   ]
  }
 ],
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